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Sparse system identification for stochastic systems with general observation sequences 期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 13
Authors:  Zhao, Wenxiao;  Yin, George;  Bai, Er-Wei
Favorite  |  View/Download:0/0  |  Submit date:2021/01/14
Stochastic system  Sparse identification  Feedback control  Strong consistency  
Asymptotic efficiency and probabilistic error bound for maximum likelihood-based identification of finite impulse response systems with binary-valued observations and unreliable communications 期刊论文
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2020, 页码: 18
Authors:  Guo, Jin;  Cheng, Jing;  Xue, Wenchao;  Zhao, Yanlong
Favorite  |  View/Download:5/0  |  Submit date:2020/10/12
binary-valued observations  FIR systems  packet losses  parameter identification  transmission errors  
Recovering Network Structures With Time-Varying Nodal Parameters 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 7, 页码: 2588-2598
Authors:  Wang, Xiong;  Lu, Jinhu;  Wu, Xiaoqun
Favorite  |  View/Download:9/0  |  Submit date:2020/09/23
Complex networks  Time-varying systems  Taylor series  Power system dynamics  Vehicle dynamics  Topology  Complex network  Lasso method  network reconstruction  time-varying nodal parameter  
Credit Scoring Based on the Set-Valued Identification Method 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 13
Authors:  Wang, Ximei;  Hu, Min;  Zhao, Yanlong;  Djehiche, Boualem
Favorite  |  View/Download:7/0  |  Submit date:2020/09/23
Credit scoring  logistic regression model  prediction accuracy  set-valued model  
A shift in paradigm for system identification 期刊论文
INTERNATIONAL JOURNAL OF CONTROL, 2020, 卷号: 93, 期号: 2, 页码: 173-180
Authors:  Ljung, Lennart;  Chen, Tianshi;  Mu, Biqiang
Favorite  |  View/Download:9/0  |  Submit date:2020/05/24
System identification  linear regressions  bias-variance tradeoff  regularisation  kernel methods  
Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations 期刊论文
ASIAN JOURNAL OF CONTROL, 2019, 页码: 10
Authors:  Guo, Jin;  Zhao, Yanlong
Favorite  |  View/Download:19/0  |  Submit date:2020/01/10
asymptotic efficiency  identification  quantized inputs  quantized output observations  Wiener-Hammerstein system  
FIR system identification with set-valued and precise observations from multiple sensors 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 5, 页码: 16
Authors:  Zhang, Hang;  Wang, Ting;  Zhao, Yanlong
Favorite  |  View/Download:15/0  |  Submit date:2020/01/10
system identification  FIR system  set-valued  precise  fusion estimation  quasi-convex combination estimator  
Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality 期刊论文
AUTOMATICA, 2019, 卷号: 101, 页码: 138-149
Authors:  Bai, Er-Wei;  Cheng, Changming;  Zhao, Wen-Xiao
Favorite  |  View/Download:21/0  |  Submit date:2019/04/02
Variable selection  Nonlinear identification  Kernel  Non-parametric systems  
Quantum gate identification: Error analysis, numerical results and optical experiment 期刊论文
AUTOMATICA, 2019, 卷号: 101, 页码: 269-279
Authors:  Wang, Yuanlong;  Yin, Qi;  Dong, Daoyi;  Qi, Bo;  Petersen, Ian R.;  Hou, Zhibo;  Yonezawa, Hidehiro;  Xiang, Guo-Yong
Favorite  |  View/Download:18/0  |  Submit date:2019/04/02
Quantum system  Quantum tomography  Quantum gate identification  Computational complexity  
Consensus Protocol for Multiagent Systems With Undirected Topologies and Binary-Valued Communications 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 1, 页码: 206-221
Authors:  Zhao, Yanlong;  Wang, Ting;  Bi, Wenjian
Favorite  |  View/Download:22/0  |  Submit date:2019/03/05
Binary-valued communication  consensus  convergence  convergence rate  identification method without truncation  multiagent system  two-time-scale protocol